{"uid":"cap_-Kq9dnpJprSLAV3mHHBdZ","slug":"equipment-runtime-category-frequencies-dee28006","name":"Equipment Runtime Category Frequencies","description":"Equipment runtime - Category frequencies: Category frequencies for Equipment runtime. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded category frequencies deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-equipment-runtime-category-counts?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","machine","date","run_hours","downtime_hours"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"machine":{"type":"string","default":"","maxLength":80},"run_hours":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"downtime_hours":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","machine":"group-a","run_hours":10,"downtime_hours":1},{"date":"2026-10-02","row_id":"row-2","machine":"group-b","run_hours":20,"downtime_hours":2},{"date":"2026-10-03","row_id":"row-3","machine":"group-a","run_hours":15,"downtime_hours":3},{"date":"2026-10-04","row_id":"row-4","machine":"group-b","run_hours":30,"downtime_hours":4}],"maxItems":200,"minItems":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_J5iAqQElFZMwT_QlXGAdW","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Computes frequency distributions across machine/category groups from equipment runtime records (run hours and downtime hours) for up to 200 rows of input data.","exampleAgentPrompt":"I have runtime logs for my machines — can you count how frequently each machine category appears across these records? I have 4 entries: row-1 for group-a on 2026-10-01 with 10 run hours and 1 downtime hour, row-2 for group-b on 2026-10-02 with 20 run hours and 2 downtime hours, row-3 for group-a on 2026-10-03 with 15 run hours and 3 downtime hours, and row-4 for group-b on 2026-10-04 with 30 run hours and 4 downtime hours.","exampleUseCases":[{"title":"Fleet utilization category breakdown","prompt":"I have daily runtime logs for 50 machines across three groups — can you give me a frequency count of how many records belong to each machine category? Here are the rows with each machine name, date, run hours, and downtime hours."},{"title":"Maintenance scheduling by machine group","prompt":"I want to see how often each machine group shows up in our downtime records this month — can you compute the category frequencies from these 120 runtime entries so I can prioritize which group to schedule maintenance for?"},{"title":"Auditing data coverage per equipment type","prompt":"Before I run an availability analysis, I need to verify how many records we have per machine category in this dataset of 80 entries — can you give me the category frequency counts so I can check if any equipment groups are underrepresented?"}],"resultDescription":"A bounded category frequencies deliverable containing counts of how many records belong to each machine/category group, computed locally from the supplied runtime rows. Returns frequency totals per distinct machine value across up to 200 input records.","failureModes":["Input array is empty (minItems violation) — request rejected","More than 200 rows supplied (maxItems violation) — request rejected","Missing required fields (row_id, machine, date, run_hours, downtime_hours) on any row — validation error","Date field does not match YYYY-MM-DD pattern — validation error","row_id exceeds 80 characters or is empty — validation error","Payment of 0.01 USDC not provided or rejected — 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap ($0.01 USDC) local frequency count of equipment categories from a bounded dataset (up to 200 rows) without needing external data enrichment, forecasting, or time-series analysis. Ideal for pre-analysis data auditing, quick summarization of machine group distributions, or feeding category counts into downstream analytics pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:14:46.634Z","isFirstParty":false,"canonicalSlug":"equipment-runtime-category-frequencies-dee28006"}